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AI-Optimized Preventive Maintenance: Enhancing Energy Infrastructure Reliability
Shakudo transforms energy infrastructure management by enabling AI-driven scheduling of preventive maintenance. This solution integrates advanced analytics with real-time operational data to optimize maintenance timing, predict potential failures, and extend equipment lifespan. By providing a scalable platform for deploying and managing these sophisticated AI tools, Shakudo empowers energy companies to significantly improve infrastructure reliability, reduce downtime, and optimize maintenance costs while ensuring regulatory compliance.
Recommended Data & AI Stack
Unplanned downtime in energy infrastructure can lead to significant financial losses and safety risks. This solution tackles this issue by enabling proactive maintenance scheduling, enhancing infrastructure reliability, and optimizing maintenance costs.
The stack incorporates XGBoost for failure prediction, Apache Kafka for real-time sensor data streaming, Ray for complex simulations, Superset for intuitive dashboards, Neo4j for managing asset relationships, and Dagster for orchestrating maintenance workflows. This integrated approach allows energy companies to minimize operational risks and improve compliance.
Manually integrating these technologies could take several months and require specialized expertise. Shakudo's platform reduces this to mere days, allowing energy companies to quickly implement advanced preventive maintenance strategies and reap the benefits of improved operational efficiency.
See a demo of this stack on Shakudo
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Testimonials
Driving Innovation Across Industries
real estate | $77.6 Billion AUM
"We chose Shakudo over alternatives because it gave us the flexibility to use the data stack components that fit our needs knowing that we can evolve the stack to keep up with the industry."
Neal Gilmore
Healthcare | #1 Software for Autism and IDD Care
"We use Shakudo to shorten development time and time to impact. The platform provides us with a value-added shortcut to get from Point A to Point Z much faster. It’s now weeks or months vs months and years."
Chris Sullens
Digital Analytics | 40% of worldwide internet users
"Almost overnight, Shakudo's product helped us move past many of those struggles so we could focus on solving business problems instead of scaling infrastructure."
Adam Dille
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Sports | NBA BAsketball Team
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"In the last two months, we’ve been able to Develop and deploy 4 new AI applications in 2 months, amounting to significant return on operation."
Ben Levicki
Energy | 275% growth in customer base
"Not very often I find slam dunk products like Shakudo!"
Mike Kirkup
climate Risk | processes 33+ billion data points
"With the help of the Shakudo platform, we were able to massively scale our production pipelines, while working collaboratively to meet our product goals."
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